Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
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Personal Narrative
1,771 comments
Oh my god this is so sad. As an American i don’t know what we can do to fight this government, they are making it incredibly difficult
Oh my god this is so sad. As an American i don’t know what we can do to fight this government, they are making it incredibly difficult
First-person expression of concern and helplessness about government actions, seeking collective action against perceived injustice.
@elijones6425
Mar 4, 2025
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience.
I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was
Videoing in public videoing, taking evidence Of what is going on around here?
Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly.
Was
Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety.
The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me.
Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Commenter provides an extended first-person account of alleged harassment and conflicts with immigrant communities, mixing lived experience with demographic anxiety and identity claims.
karendavis5938
Jan 28, 2026
And just for the record, I was hoping to get a few hours of paid work at the liquor store and now this just might be a game changer you know? So hard to get …
And just for the record, I was hoping to get a few hours of paid work at the liquor store and now this just might be a game changer you know? So hard to get a job in this country… I suppose it depends on what kind of species of canine you are… Last time I was a bulldog I got flipped after six months of work. Sucks balls.
Shares lived experience of job-seeking difficulty in Canada with absurdist humor about species/dog breeds.
@rikkicargo786
Mar 4, 2025
I am 30 years.very nice
I am 30 years.very nice
Brief self-introduction providing biographical information (age) with minimal substantive content.
Personal Narrative
0.70
sothilingamnagalingam5416
Aug 26, 2025
Even my friends won't speak to me like that. Money makes people angry.
Even my friends won't speak to me like that. Money makes people angry.
Personal observation about how financial disputes damage relationships, reflecting lived experience of interpersonal conflict.
Personal Narrative
0.70
@熊熊神
Mar 4, 2025
Closest friend stabbed in the back
Closest friend stabbed in the back
Brief personal account of a betrayal by a close friend, though context is unclear; classified as lived experience narrative.
Personal Narrative
0.70
@wellsbr01
Mar 4, 2025
Come to Vancouver bud. Surrey has 5 times as many Indian immigrants as
Come to Vancouver bud. Surrey has 5 times as many Indian immigrants as
Incomplete anecdotal observation about Indian immigrant concentration in Surrey/Vancouver, appears to be cut off mid-sentence.
Personal Narrative
0.70
williamstdog9
Jan 28, 2026
I don’t watch much news, let alone a response from another country. But this guy pisses me off for some reason
I don’t watch much news, let alone a response from another country. But this guy pisses me off for some reason
Commenter shares personal reaction to the video/Trudeau, expressing emotional response without substantive policy engagement.
@guamitoe-
Mar 4, 2025
I'm an American - Thank You Prime Minister For Your Kind And Compassionate Words.\nEverybody? TIE A KNOT AND HOLD ON... TRUMP IS TO AMERICA WHAT HAMAS IS TO GAZA!\nJust Like The Palestinians Voted In Hamas …
I'm an American - Thank You Prime Minister For Your Kind And Compassionate Words.\nEverybody? TIE A KNOT AND HOLD ON... TRUMP IS TO AMERICA WHAT HAMAS IS TO GAZA!\nJust Like The Palestinians Voted In Hamas For GAZA, 52% of the American People Voted Trump In.\nNOW WE ARE ALL Going To Pay For It! - WERE ALL FUCKED!
First-person account as an American expressing gratitude and fear, with comparative framing to Hamas/Gaza.
@KevinCovington5453
Mar 4, 2025
You should see my Doctors Office
You should see my Doctors Office
Vague reference to personal experience at a doctor's office, likely implying immigration-related observations.
Personal Narrative
0.70
jzthehorse2805
Nov 22, 2025
Should have said you're from Brazil Tyler!! Portuguese don't need a visa to enter the USA!!
Should have said you're from Brazil Tyler!! Portuguese don't need a visa to enter the USA!!
Offers personal advice based on nationality/visa status, suggesting an alternative strategy for immigration.
fahada9807
Jan 29, 2026
I don't want gvmt to do my taxes
I don't want gvmt to do my taxes
First-person statement of personal preference regarding government tax services.
Personal Narrative
0.70
kathybrecht696969
Jan 14, 2026
I live in south Texas and the company I work for is based in Ontario and it is completely run by Indians. All the locations from Canada to Dallas to California to Indiana is run …
I live in south Texas and the company I work for is based in Ontario and it is completely run by Indians. All the locations from Canada to Dallas to California to Indiana is run by Indians. They’re kinda retarded but very nice people all in all
Shares lived experience working for an Indian-led company while making identity-based generalizations about competence.
jerryR2
Jan 29, 2026
What a great precise speaker Trudea. My nephew Tomas journalist canada
What a great precise speaker Trudea. My nephew Tomas journalist canada
Commenter praises the speaker and includes a personal reference to their journalist nephew in Canada.
@patriciahehir3576
Mar 4, 2025
I just moved from my California home state for the second, but just to let you know Canada i'm with you!! This trade war with these countries, are ridiculous but only to line, and continue …
I just moved from my California home state for the second, but just to let you know Canada i'm with you!! This trade war with these countries, are ridiculous but only to line, and continue to line the pockets of billionaires like Elon Musk, Donald Trump, and the tech family..... Trump has tried to stay close to Putin, but no one asks why?? We're not at war with Russia? He's been wanting the wealth Putn has every since he, and his wife visited in 1983.. He loves their minerals, and i ask President Zenlensky, if he signs that mineral agreement be careful how it's worded!!! J D Vance had know right to speak to Zelensky in that manner!! Trump, needed an education in government before he ran for any office, it's laws, etc... he's embarrassing when he speaks, calling other government officers stupid, and the like, like a child in school!! Why doesn't someone fact check Donald Trump vs Joe Biden with the things he's done vs the things Donald did while in office, as Biden knowing the law vs Trump as what he could do as a US President, not running this country like he runs his business!! I'm Georgia now, and still wouldn't voted for that man....!!!
Combines personal relocation story with extensive critique of Trump's policies, character, and governance approach.
@bettyecollins4255
Mar 4, 2025
I've been waiting for this video, brother. This also happens with commercial truck drivers; they're just Indian here in Canada.
I've been waiting for this video, brother. This also happens with commercial truck drivers; they're just Indian here in Canada.
Shares a personal observation about waiting for the video and provides anecdotal evidence about truck drivers in Canada.
jhonatansalvador6959
Jan 29, 2026
I came from India in the 1900’s working as royal security unit decades before RCMP was founded.
I came from India in the 1900’s working as royal security unit decades before RCMP was founded.
First-person claim about personal immigration history, though the historical claim (1900s) appears implausible and may be satirical.
Personal Narrative
0.70
canman5060
Dec 3, 2025
We aren’t going anyway
We aren’t going anyway
Brief personal statement about the commenter's own travel intentions or lack thereof.
Personal Narrative
0.70
FartCoffin
Dec 10, 2025
Living in Canada sucks please save us. I wish for the eternal sleep.
Living in Canada sucks please save us. I wish for the eternal sleep.
First-person expression of distress about living conditions in Canada, though vague and potentially hyperbolic.
Blarghonk42
Jan 27, 2026
I told you " just open your eyes 7 years ago " !! so what do you think?!
I told you " just open your eyes 7 years ago " !! so what do you think?!
Claims personal foresight about immigration issues seven years ago, asserting they warned others.
@w.l135
Feb 19, 2026
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)